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\f0\b\fs24 \cf0 Replication Package for From the Block to the Beat: How Violence in Officers\'92 Neighborhoods Influences Racially Biased Policing
\f1\b0 \
Samuel Thomas Donahue and Gerard Torrats-Espinosa\

\f2\i American Journal of Sociology 
\f1\i0 2025\
\
OVERVIEW\
\
This replication package contains all the Stata do\uc0\u8208 files necessary to reproduce the data processing, descriptive analyses, and regression results. The underlying data are not included because several datasets are proprietary or contain sensitive information about study participants.\
\
CONTENTS\
\
1-process-assignment-data.do\
   - Imports and cleans officer assignment records.\
   - Merges with L2 data.\
\
2-process-outcome-data.do\
   - Imports use\uc0\u8208 of\u8208 force, arrest, and stop incident data.\
   - Aggregates outcomes by officer\uc0\u8208 day-shift.\
   - Merges with cleaned assignment data.\
\
3-identify-officers-in-geographic-beats.do\
   - Merges assignment data with geographic beat shapefile.\
   - Flags which assignments fall into geographic patrol beats.\
\
4-crimes-in-distance-bins.do\
   - Joins violent crime events within 1\uc0\u8239 mile of officers.\
   - Creates distance flags (1/8\uc0\u8239 mi bins), time\u8208 window indicators (weeks before/after), and aggregates crime counts.\
\
5-crime-victims-suspects.do\
   - Links crime data to arrest data to identify the race of victims and suspects\
\
6-descriptive-tables.do\
   - Calculates summary statistics by officer race for demographics, outcomes, and crime exposures.\
\
7-regressions.do\
   - Estimates regression models in the main manuscript and the appendix.}